Supratik Paul
5 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
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Keyword Pioneer
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Conference Polyglot
(4)
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Academic Marathon
(5)
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Cross-Pollinator
(9)
Conferences
CORL (2)
ICML (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
bayesian optimization
(2)
robust policy
(2)
rare event
(2)
environment variable
(2)
policy gradient
(2)
curriculum learning
(1)
autonomous driving
(1)
continuous control
(1)
off-policy learning
(1)
hyperparameter tuning
(1)
bayesian quadrature
(1)
zero-shot transfer
(1)
gradient-free optimization
(1)
motion planning
(1)
hyperparameter schedule
(1)
reinforcement learning
(1)
sample efficiency
(1)
imitation learning
(1)
hyperparameter optimization
(1)
Papers
Rate-Informed Discovery via Bayesian Adaptive Multifidelity Sampling
CORL 2024
Embedding Synthetic Off-Policy Experience for Autonomous Driving via Zero-Shot Curricula
CORL 2022
Robust Reinforcement Learning with Bayesian Optimisation and Quadrature
JMLR 2020
Fast Efficient Hyperparameter Tuning for Policy Gradient Methods
NIPS 2019
Fingerprint Policy Optimisation for Robust Reinforcement Learning
ICML 2019